A Comparison on LSTM Deep Learning Method and Random Walk Model Used on Financial and Medical Applications: An Example in COVID-19 Development Prediction

Table 5

The results of window length = 10 with different prediction range of COVID-19.

Window length = 10
Prediction range	1	5	10
Loss error	0.0016	0.0015	0.0016